Research on Monitoring of Machine Tools Based on Wireless Sensor Network

摘要：

　　This paper discusses the structure of wireless sensor network (WSN) and the key technologies for the monitoring of machine tools.Multi-sensor is used to monitor the acoustic emission and vibration signal during the manufacturing process of machine tools.Vibration signals and acoustic characteristics are extracted by using wavelet analysis.Based on the fusion of BP artificial neural networks and multi-sensor information,the monitoring of machine tool is carried out in the environment of wireless sensor network.

关键词： Wireless sensor network (WSN) multi-sensor wavelet analysis artificial neural networks (ANNs) machine tools

作者: Zhongqi Sheng Liang Dong Changping Tang

作者单位: School of Mechanical Engineering and Automation, Northeastern University,Shenyang, 1l0004,China

会议类型: 国际会议

会议名称: the 2011 International Conference on Frontiers of Manufacturing Science and Measuring Technology (第一届制造科学与检测技术国际会议(ICFMM2011))

会议地点: 重庆

会议语种:英文

页码: 616-619

在线出版日期: 2011-06-23（万方平台首次上网日期，不代表论文的发表时间）